Sleeping-Detection-System

Prerequisites

pip install face_recognition

you will also need to have PyTorch installed

1- Unzip the file

2- Place the organize_data.py and the run_script.bat in the same directory near mrlEyes_2018_01 directory

3- Run the run_script.bat file

The data will now be separated into closed & open directories indicating the state of the eyes.

Model	Accuracy	Time
RESNET18	99%	80ms

Name		Name	Last commit message	Last commit date
LICENSE		LICENSE
Non-Existing Person.jpg		Non-Existing Person.jpg
README.md		README.md
face.py		face.py
haarcascade_eye_tree_eyeglasses.xml		haarcascade_eye_tree_eyeglasses.xml
haarcascade_frontalface_default.xml		haarcascade_frontalface_default.xml
main.ipynb		main.ipynb
organize_data.py		organize_data.py
run_script.bat		run_script.bat
train_RESNET18.ipynb		train_RESNET18.ipynb
trained_model_RESNET18.pt		trained_model_RESNET18.pt